Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	23086
Missing cells	8422
Missing cells (%)	1.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.4 MiB
Average record size in memory	426.8 B

Variable types

Categorical	7
DateTime	3
Numeric	8
Text	2

Alerts

`Tipo de registro del contacto` has constant value ""	Constant
`RFM Segmento Actual` has constant value ""	Constant
`Donante Activo` has constant value ""	Constant
`Cantidad Cuotas Pagadas Global` is highly overall correlated with `Edad_donacion`	High correlation
`Edad_donacion` is highly overall correlated with `Cantidad Cuotas Pagadas Global`	High correlation
`Otra Clasificación RFM Actual` is highly imbalanced (63.2%)	Imbalance
`Género` has 400 (1.7%) missing values	Missing
`Estado Civil` has 2428 (10.5%) missing values	Missing
`Ocupación` has 4672 (20.2%) missing values	Missing
`Monto Actual` is highly skewed (γ1 = 58.93183823)	Skewed
`Cantidad de Hijos` has 7285 (31.6%) zeros	Zeros
`Lapsed Probability` has 20060 (86.9%) zeros	Zeros
`Cantidad Cuotas No Pagadas Global` has 9269 (40.1%) zeros	Zeros
`Edad_donacion` has 939 (4.1%) zeros	Zeros

Reproduction

Analysis started	2023-09-04 23:35:57.507086
Analysis finished	2023-09-04 23:36:02.797843
Duration	5.29 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Tipo de registro del contacto
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	203.1 KiB

Donante	23086

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	161602
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Donante
2nd row	Donante
3rd row	Donante
4th row	Donante
5th row	Donante

Common Values

Value	Count	Frequency (%)
Donante	23086	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
donante	23086	100.0%

Most occurring characters

Value	Count	Frequency (%)
n	46172	28.6%
D	23086	14.3%
o	23086	14.3%
a	23086	14.3%
t	23086	14.3%
e	23086	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	138516	85.7%
Uppercase Letter	23086	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	46172	33.3%
o	23086	16.7%
a	23086	16.7%
t	23086	16.7%
e	23086	16.7%

Uppercase Letter

Value	Count	Frequency (%)
D	23086	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	161602	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	46172	28.6%
D	23086	14.3%
o	23086	14.3%
a	23086	14.3%
t	23086	14.3%
e	23086	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	161602	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	46172	28.6%
D	23086	14.3%
o	23086	14.3%
a	23086	14.3%
t	23086	14.3%
e	23086	14.3%

Fecha de nacimiento
Date

Distinct	11782
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Memory size	360.7 KiB

Minimum	1932-10-11 00:00:00
Maximum	2004-12-21 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Fecha Aniversario Pago
Date

Distinct	365
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	360.7 KiB

Minimum	2023-01-01 00:00:00
Maximum	2023-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Edad
Real number (ℝ)

Distinct	73
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.314216

Minimum	18
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	18
5-th percentile	27
Q1	34
median	40
Q3	48
95-th percentile	67
Maximum	90
Range	72
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.981736
Coefficient of variation (CV)	0.283161
Kurtosis	1.1502825
Mean	42.314216
Median Absolute Deviation (MAD)	7
Skewness	1.0093693
Sum	976866
Variance	143.562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	1041	4.5%
41	988	4.3%
40	951	4.1%
37	949	4.1%
39	944	4.1%
38	930	4.0%
43	928	4.0%
36	885	3.8%
34	839	3.6%
33	838	3.6%
Other values (63)	13793	59.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	45	0.2%
19	72	0.3%
20	35	0.2%
21	47	0.2%
22	69	0.3%
23	117	0.5%
24	228	1.0%
25	209	0.9%
26	256	1.1%
27	402	1.7%

Value	Count	Frequency (%)
90	5	< 0.1%
89	7	< 0.1%
88	9	< 0.1%
87	16	0.1%
86	9	< 0.1%
85	32	0.1%
84	27	0.1%
83	23	0.1%
82	31	0.1%
81	33	0.1%

Fecha de Captación
Date

Distinct	2803
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Memory size	360.7 KiB

Minimum	2004-04-22 00:00:00
Maximum	2023-03-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Monto Actual
Real number (ℝ)

SKEWED

Distinct	91
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36711.199

Minimum	1667
Maximum	4500000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	1667
5-th percentile	20000
Q1	30000
median	30000
Q3	50000
95-th percentile	60000
Maximum	4500000
Range	4498333
Interquartile range (IQR)	20000

Descriptive statistics

Standard deviation	42788.34
Coefficient of variation (CV)	1.1655392
Kurtosis	5420.091
Mean	36711.199
Median Absolute Deviation (MAD)	10000
Skewness	58.931838
Sum	8.4751474 × 10⁸
Variance	1.8308421 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30000	9414	40.8%
50000	5327	23.1%
20000	4061	17.6%
25000	856	3.7%
40000	760	3.3%
35000	642	2.8%
60000	527	2.3%
15000	286	1.2%
100000	282	1.2%
10000	238	1.0%
Other values (81)	693	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1667	1	< 0.1%
2000	1	< 0.1%
4000	1	< 0.1%
5000	8	< 0.1%
6667	4	< 0.1%
7000	1	< 0.1%
7500	2	< 0.1%
8333	2	< 0.1%
8334	1	< 0.1%
10000	238	1.0%

Value	Count	Frequency (%)
4500000	1	< 0.1%
1650000	1	< 0.1%
1500000	2	< 0.1%
1300000	1	< 0.1%
1200000	1	< 0.1%
1000000	2	< 0.1%
650000	1	< 0.1%
520000	1	< 0.1%
500000	4	< 0.1%
400000	5	< 0.1%

Género
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	400
Missing (%)	1.7%
Memory size	203.2 KiB

Femenino	15127
Masculino	7552
Otro	7

Length

Max length	9
Median length	8
Mean length	8.3316583
Min length	4

Characters and Unicode

Total characters	189012
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Masculino
2nd row	Femenino
3rd row	Masculino
4th row	Femenino
5th row	Femenino

Common Values

Value	Count	Frequency (%)
Femenino	15127	65.5%
Masculino	7552	32.7%
Otro	7	< 0.1%
(Missing)	400	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
femenino	15127	66.7%
masculino	7552	33.3%
otro	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	37806	20.0%
e	30254	16.0%
o	22686	12.0%
i	22679	12.0%
F	15127	8.0%
m	15127	8.0%
M	7552	4.0%
a	7552	4.0%
s	7552	4.0%
c	7552	4.0%
Other values (5)	15125	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	166326	88.0%
Uppercase Letter	22686	12.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	37806	22.7%
e	30254	18.2%
o	22686	13.6%
i	22679	13.6%
m	15127	9.1%
a	7552	4.5%
s	7552	4.5%
c	7552	4.5%
u	7552	4.5%
l	7552	4.5%
Other values (2)	14	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
F	15127	66.7%
M	7552	33.3%
O	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	189012	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	37806	20.0%
e	30254	16.0%
o	22686	12.0%
i	22679	12.0%
F	15127	8.0%
m	15127	8.0%
M	7552	4.0%
a	7552	4.0%
s	7552	4.0%
c	7552	4.0%
Other values (5)	15125	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	189012	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	37806	20.0%
e	30254	16.0%
o	22686	12.0%
i	22679	12.0%
F	15127	8.0%
m	15127	8.0%
M	7552	4.0%
a	7552	4.0%
s	7552	4.0%
c	7552	4.0%
Other values (5)	15125	8.0%

Estado Civil
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	2428
Missing (%)	10.5%
Memory size	203.6 KiB

Casado	9550
Soltero	6572
Concubinato	3382
Divorciado	459
Separado	440
Other values (2)	255

Length

Max length	11
Median length	10
Mean length	7.2567044
Min length	5

Characters and Unicode

Total characters	149909
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Casado
2nd row	Casado
3rd row	Casado
4th row	Soltero
5th row	Casado

Common Values

Value	Count	Frequency (%)
Casado	9550	41.4%
Soltero	6572	28.5%
Concubinato	3382	14.6%
Divorciado	459	2.0%
Separado	440	1.9%
Viudo	252	1.1%
UNION LIBRE	3	< 0.1%
(Missing)	2428	10.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
casado	9550	46.2%
soltero	6572	31.8%
concubinato	3382	16.4%
divorciado	459	2.2%
separado	440	2.1%
viudo	252	1.2%
union	3	< 0.1%
libre	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	31068	20.7%
a	23821	15.9%
C	12932	8.6%
d	10701	7.1%
t	9954	6.6%
s	9550	6.4%
r	7471	5.0%
S	7012	4.7%
e	7012	4.7%
n	6764	4.5%
Other values (18)	23624	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	129221	86.2%
Uppercase Letter	20685	13.8%
Space Separator	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	31068	24.0%
a	23821	18.4%
d	10701	8.3%
t	9954	7.7%
s	9550	7.4%
r	7471	5.8%
e	7012	5.4%
n	6764	5.2%
l	6572	5.1%
i	4552	3.5%
Other values (5)	11756	9.1%

Uppercase Letter

Value	Count	Frequency (%)
C	12932	62.5%
S	7012	33.9%
D	459	2.2%
V	252	1.2%
N	6	< 0.1%
I	6	< 0.1%
U	3	< 0.1%
O	3	< 0.1%
L	3	< 0.1%
B	3	< 0.1%
Other values (2)	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	149906	> 99.9%
Common	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	31068	20.7%
a	23821	15.9%
C	12932	8.6%
d	10701	7.1%
t	9954	6.6%
s	9550	6.4%
r	7471	5.0%
S	7012	4.7%
e	7012	4.7%
n	6764	4.5%
Other values (17)	23621	15.8%

Common

Value	Count	Frequency (%)
	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	149909	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	31068	20.7%
a	23821	15.9%
C	12932	8.6%
d	10701	7.1%
t	9954	6.6%
s	9550	6.4%
r	7471	5.0%
S	7012	4.7%
e	7012	4.7%
n	6764	4.5%
Other values (18)	23624	15.8%

Cantidad de Hijos
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1460625

Minimum	0
Maximum	10
Zeros	7285
Zeros (%)	31.6%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.0341259
Coefficient of variation (CV)	0.90232937
Kurtosis	1.370252
Mean	1.1460625
Median Absolute Deviation (MAD)	1
Skewness	0.87600025
Sum	26458
Variance	1.0694164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	7798	33.8%
0	7285	31.6%
2	6039	26.2%
3	1472	6.4%
4	343	1.5%
5	117	0.5%
6	22	0.1%
7	6	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7285	31.6%
1	7798	33.8%
2	6039	26.2%
3	1472	6.4%
4	343	1.5%
5	117	0.5%
6	22	0.1%
7	6	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	2	< 0.1%
7	6	< 0.1%
6	22	0.1%
5	117	0.5%
4	343	1.5%
3	1472	6.4%
2	6039	26.2%
1	7798	33.8%

Tiene hijos
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	203.1 KiB

Si	15801
No	7285

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	46172
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	Si
3rd row	Si
4th row	No
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	15801	68.4%
No	7285	31.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	15801	68.4%
no	7285	31.6%

Most occurring characters

Value	Count	Frequency (%)
S	15801	34.2%
i	15801	34.2%
N	7285	15.8%
o	7285	15.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23086	50.0%
Lowercase Letter	23086	50.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	15801	68.4%
N	7285	31.6%

Lowercase Letter

Value	Count	Frequency (%)
i	15801	68.4%
o	7285	31.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	46172	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	15801	34.2%
i	15801	34.2%
N	7285	15.8%
o	7285	15.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46172	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	15801	34.2%
i	15801	34.2%
N	7285	15.8%
o	7285	15.8%

Ocupación
Text

MISSING

Distinct	145
Distinct (%)	0.8%
Missing	4672
Missing (%)	20.2%
Memory size	1.6 MiB

Length

Max length	50
Median length	39
Mean length	10.30113
Min length	4

Characters and Unicode

Total characters	189685
Distinct characters	72
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	27 ?
Unique (%)	0.1%

Sample

1st row	Politico
2nd row	Jubilado
3rd row	Ingeniero
4th row	Empleado
5th row	Abogado

Value	Count	Frequency (%)
empleado	2980	13.6%
ingeniero	2882	13.1%
administrador	1484	6.8%
profesor	958	4.4%
abogado	938	4.3%
de	900	4.1%
contador	801	3.6%
otra	740	3.4%
trabajador	675	3.1%
independiente	675	3.1%
Other values (164)	8919	40.6%

Most occurring characters

Value	Count	Frequency (%)
o	21003	11.1%
e	18425	9.7%
a	16310	8.6%
r	15251	8.0%
i	14363	7.6%
n	13563	7.2%
d	13363	7.0%
t	8180	4.3%
s	7485	3.9%
m	6840	3.6%
Other values (62)	54902	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	163625	86.3%
Uppercase Letter	21935	11.6%
Space Separator	3538	1.9%
Other Punctuation	542	0.3%
Control	43	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	21003	12.8%
e	18425	11.3%
a	16310	10.0%
r	15251	9.3%
i	14363	8.8%
n	13563	8.3%
d	13363	8.2%
t	8180	5.0%
s	7485	4.6%
m	6840	4.2%
Other values (21)	28842	17.6%

Uppercase Letter

Value	Count	Frequency (%)
E	4236	19.3%
A	4119	18.8%
I	3769	17.2%
C	2320	10.6%
P	2117	9.7%
O	1069	4.9%
T	1048	4.8%
M	1014	4.6%
S	507	2.3%
D	460	2.1%
Other values (19)	1276	5.8%

Control

Value	Count	Frequency (%)
	28	65.1%
	9	20.9%
	3	7.0%
	1	2.3%
	1	2.3%
	1	2.3%

Other Punctuation

Value	Count	Frequency (%)
/	519	95.8%
,	16	3.0%
?	7	1.3%

Space Separator

Value	Count	Frequency (%)
	3538	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	185560	97.8%
Common	4125	2.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	21003	11.3%
e	18425	9.9%
a	16310	8.8%
r	15251	8.2%
i	14363	7.7%
n	13563	7.3%
d	13363	7.2%
t	8180	4.4%
s	7485	4.0%
m	6840	3.7%
Other values (50)	50777	27.4%

Common

Value	Count	Frequency (%)
	3538	85.8%
/	519	12.6%
	28	0.7%
,	16	0.4%
	9	0.2%
?	7	0.2%
	3	0.1%
	1	< 0.1%
	1	< 0.1%
(	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	187231	98.7%
None	2454	1.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	21003	11.2%
e	18425	9.8%
a	16310	8.7%
r	15251	8.1%
i	14363	7.7%
n	13563	7.2%
d	13363	7.1%
t	8180	4.4%
s	7485	4.0%
m	6840	3.7%
Other values (41)	52448	28.0%

None

Value	Count	Frequency (%)
ó	1190	48.5%
é	624	25.4%
ñ	333	13.6%
í	127	5.2%
á	46	1.9%
ú	34	1.4%
Ó	32	1.3%
	28	1.1%
Ñ	12	0.5%
	9	0.4%
Other values (11)	19	0.8%

Churn Probability
Real number (ℝ)

Distinct	591
Distinct (%)	2.6%
Missing	187
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.36452006

Minimum	0.0101
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	0.0101
5-th percentile	0.0117
Q1	0.0334
median	0.34
Q3	0.57
95-th percentile	0.9
Maximum	1
Range	0.9899
Interquartile range (IQR)	0.5366

Descriptive statistics

Standard deviation	0.28958267
Coefficient of variation (CV)	0.79442177
Kurtosis	-0.84563526
Mean	0.36452006
Median Absolute Deviation (MAD)	0.2732
Skewness	0.43727731
Sum	8347.1448
Variance	0.083858122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.33	518	2.2%
0.32	513	2.2%
0.34	511	2.2%
0.36	494	2.1%
0.37	488	2.1%
0.35	485	2.1%
0.31	476	2.1%
0.3	457	2.0%
0.38	415	1.8%
0.29	392	1.7%
Other values (581)	18150	78.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0101	78	0.3%
0.0102	81	0.4%
0.0103	88	0.4%
0.0104	91	0.4%
0.0105	72	0.3%
0.0106	69	0.3%
0.0107	72	0.3%
0.0108	56	0.2%
0.0109	56	0.2%
0.011	61	0.3%

Value	Count	Frequency (%)
1	79	0.3%
0.99	87	0.4%
0.98	101	0.4%
0.97	108	0.5%
0.96	102	0.4%
0.95	106	0.5%
0.94	109	0.5%
0.93	116	0.5%
0.92	107	0.5%
0.91	124	0.5%

Lapsed Probability
Real number (ℝ)

ZEROS

Distinct	2126
Distinct (%)	9.3%
Missing	187
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.063310699

Minimum	0
Maximum	0.8815
Zeros	20060
Zeros (%)	86.9%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.55651
Maximum	0.8815
Range	0.8815
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.17448728
Coefficient of variation (CV)	2.7560473
Kurtosis	5.0765881
Mean	0.063310699
Median Absolute Deviation (MAD)	0
Skewness	2.5684029
Sum	1449.7517
Variance	0.03044581
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20060	86.9%
0.5715	6	< 0.1%
0.5402	6	< 0.1%
0.5973	5	< 0.1%
0.5987	5	< 0.1%
0.5824	5	< 0.1%
0.5015	4	< 0.1%
0.6087	4	< 0.1%
0.558	4	< 0.1%
0.5717	4	< 0.1%
Other values (2116)	2796	12.1%
(Missing)	187	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20060	86.9%
0.089	1	< 0.1%
0.09	1	< 0.1%
0.0907	1	< 0.1%
0.0919	1	< 0.1%
0.0993	1	< 0.1%
0.1039	1	< 0.1%
0.1057	1	< 0.1%
0.1122	1	< 0.1%
0.1192	1	< 0.1%

Value	Count	Frequency (%)
0.8815	1	< 0.1%
0.8793	1	< 0.1%
0.8762	1	< 0.1%
0.8691	1	< 0.1%
0.8685	1	< 0.1%
0.8661	1	< 0.1%
0.8651	1	< 0.1%
0.8616	1	< 0.1%
0.8591	1	< 0.1%
0.8561	1	< 0.1%

RFM Segmento Actual
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	213
Missing (%)	0.9%
Memory size	2.8 MiB

Otra Clasificación	22873

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	411714
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Otra Clasificación
2nd row	Otra Clasificación
3rd row	Otra Clasificación
4th row	Otra Clasificación
5th row	Otra Clasificación

Common Values

Value	Count	Frequency (%)
Otra Clasificación	22873	99.1%
(Missing)	213	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
otra	22873	50.0%
clasificación	22873	50.0%

Most occurring characters

Value	Count	Frequency (%)
a	68619	16.7%
i	68619	16.7%
c	45746	11.1%
O	22873	5.6%
t	22873	5.6%
r	22873	5.6%
	22873	5.6%
C	22873	5.6%
l	22873	5.6%
s	22873	5.6%
Other values (3)	68619	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	343095	83.3%
Uppercase Letter	45746	11.1%
Space Separator	22873	5.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	68619	20.0%
i	68619	20.0%
c	45746	13.3%
t	22873	6.7%
r	22873	6.7%
l	22873	6.7%
s	22873	6.7%
f	22873	6.7%
ó	22873	6.7%
n	22873	6.7%

Uppercase Letter

Value	Count	Frequency (%)
O	22873	50.0%
C	22873	50.0%

Space Separator

Value	Count	Frequency (%)
	22873	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	388841	94.4%
Common	22873	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	68619	17.6%
i	68619	17.6%
c	45746	11.8%
O	22873	5.9%
t	22873	5.9%
r	22873	5.9%
C	22873	5.9%
l	22873	5.9%
s	22873	5.9%
f	22873	5.9%
Other values (2)	45746	11.8%

Common

Value	Count	Frequency (%)
	22873	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	388841	94.4%
None	22873	5.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	68619	17.6%
i	68619	17.6%
c	45746	11.8%
O	22873	5.9%
t	22873	5.9%
r	22873	5.9%
	22873	5.9%
C	22873	5.9%
l	22873	5.9%
s	22873	5.9%
Other values (2)	45746	11.8%

None

Value	Count	Frequency (%)
ó	22873	100.0%

Otra Clasificación RFM Actual
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	213
Missing (%)	0.9%
Memory size	1.6 MiB

Constantes	19457
Ideales	2699
Distantes	627
Extraviados	90

Length

Max length	11
Median length	10
Mean length	9.6225244
Min length	7

Characters and Unicode

Total characters	220096
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Constantes
2nd row	Constantes
3rd row	Constantes
4th row	Constantes
5th row	Constantes

Common Values

Value	Count	Frequency (%)
Constantes	19457	84.3%
Ideales	2699	11.7%
Distantes	627	2.7%
Extraviados	90	0.4%
(Missing)	213	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
constantes	19457	85.1%
ideales	2699	11.8%
distantes	627	2.7%
extraviados	90	0.4%

Most occurring characters

Value	Count	Frequency (%)
s	42957	19.5%
t	40258	18.3%
n	39541	18.0%
e	25482	11.6%
a	22963	10.4%
o	19547	8.9%
C	19457	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1704	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	197223	89.6%
Uppercase Letter	22873	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	42957	21.8%
t	40258	20.4%
n	39541	20.0%
e	25482	12.9%
a	22963	11.6%
o	19547	9.9%
d	2789	1.4%
l	2699	1.4%
i	717	0.4%
x	90	< 0.1%
Other values (2)	180	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	19457	85.1%
I	2699	11.8%
D	627	2.7%
E	90	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	220096	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	42957	19.5%
t	40258	18.3%
n	39541	18.0%
e	25482	11.6%
a	22963	10.4%
o	19547	8.9%
C	19457	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1704	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220096	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	42957	19.5%
t	40258	18.3%
n	39541	18.0%
e	25482	11.6%
a	22963	10.4%
o	19547	8.9%
C	19457	8.8%
d	2789	1.3%
I	2699	1.2%
l	2699	1.2%
Other values (6)	1704	0.8%

Cantidad Cuotas Pagadas Global
Real number (ℝ)

HIGH CORRELATION

Distinct	260
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.979338

Minimum	0
Maximum	358
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	13
median	29
Q3	67
95-th percentile	121
Maximum	358
Range	358
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	43.19535
Coefficient of variation (CV)	0.96033762
Kurtosis	4.8282524
Mean	44.979338
Median Absolute Deviation (MAD)	20
Skewness	1.9005648
Sum	1038393
Variance	1865.8383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	628	2.7%
9	626	2.7%
12	610	2.6%
10	588	2.5%
8	585	2.5%
11	563	2.4%
14	526	2.3%
13	509	2.2%
7	504	2.2%
15	499	2.2%
Other values (250)	17448	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	146	0.6%
2	175	0.8%
3	242	1.0%
4	291	1.3%
5	479	2.1%
6	628	2.7%
7	504	2.2%
8	585	2.5%
9	626	2.7%

Value	Count	Frequency (%)
358	1	< 0.1%
340	1	< 0.1%
336	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
317	1	< 0.1%
316	2	< 0.1%
312	2	< 0.1%
310	1	< 0.1%
308	2	< 0.1%

Cantidad Cuotas No Pagadas Global
Real number (ℝ)

ZEROS

Distinct	99
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4666898

Minimum	0
Maximum	118
Zeros	9269
Zeros (%)	40.1%
Negative	0
Negative (%)	0.0%
Memory size	360.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	8
95-th percentile	30
Maximum	118
Range	118
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.326489
Coefficient of variation (CV)	1.7515127
Kurtosis	11.845602
Mean	6.4666898
Median Absolute Deviation (MAD)	2
Skewness	3.012671
Sum	149290
Variance	128.28936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9269	40.1%
1	2257	9.8%
2	1337	5.8%
4	1184	5.1%
3	1102	4.8%
5	856	3.7%
6	652	2.8%
8	490	2.1%
7	486	2.1%
12	404	1.7%
Other values (89)	5049	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9269	40.1%
1	2257	9.8%
2	1337	5.8%
3	1102	4.8%
4	1184	5.1%
5	856	3.7%
6	652	2.8%
7	486	2.1%
8	490	2.1%
9	390	1.7%

Value	Count	Frequency (%)
118	1	< 0.1%
114	1	< 0.1%
107	1	< 0.1%
105	1	< 0.1%
101	1	< 0.1%
100	1	< 0.1%
99	1	< 0.1%
96	1	< 0.1%
95	1	< 0.1%
94	1	< 0.1%

Campaña Inicial: Nombre
Text

Distinct	98
Distinct (%)	0.4%
Missing	122
Missing (%)	0.5%
Memory size	1.8 MiB

Length

Max length	46
Median length	44
Mean length	15.218603
Min length	6

Characters and Unicode

Total characters	349480
Distinct characters	66
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	0.1%

Sample

1st row	COF2FR.F. 2021
2nd row	COWCB R.F.2022
3rd row	SPIF F2F 2016
4th row	COF2FR.F.2022
5th row	COWCB R.F.2022

Value	Count	Frequency (%)
f2f	7917	14.0%
cof2fr.f.2022	3926	6.9%
cowcb	3817	6.8%
spif	2864	5.1%
2019	2751	4.9%
2018	2588	4.6%
para	2486	4.4%
2021	2451	4.3%
cof2fr.f	2430	4.3%
r.f.2022	2070	3.7%
Other values (120)	23217	41.1%

Most occurring characters

Value	Count	Frequency (%)
2	55644	15.9%
F	46127	13.2%
	33762	9.7%
0	23436	6.7%
.	22692	6.5%
R	19166	5.5%
C	18528	5.3%
I	15602	4.5%
O	14362	4.1%
1	13748	3.9%
Other values (56)	86413	24.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	174100	49.8%
Decimal Number	105177	30.1%
Space Separator	33762	9.7%
Other Punctuation	23174	6.6%
Lowercase Letter	9838	2.8%
Dash Punctuation	2346	0.7%
Connector Punctuation	519	0.1%
Close Punctuation	282	0.1%
Open Punctuation	282	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1999	20.3%
s	1075	10.9%
e	1075	10.9%
a	757	7.7%
d	637	6.5%
c	615	6.3%
b	587	6.0%
u	482	4.9%
k	382	3.9%
i	369	3.8%
Other values (15)	1860	18.9%

Uppercase Letter

Value	Count	Frequency (%)
F	46127	26.5%
R	19166	11.0%
C	18528	10.6%
I	15602	9.0%
O	14362	8.2%
S	8842	5.1%
A	8200	4.7%
P	6766	3.9%
E	5987	3.4%
B	5145	3.0%
Other values (14)	25375	14.6%

Decimal Number

Value	Count	Frequency (%)
2	55644	52.9%
0	23436	22.3%
1	13748	13.1%
9	2759	2.6%
8	2588	2.5%
6	1975	1.9%
3	1672	1.6%
7	1333	1.3%
4	1133	1.1%
5	889	0.8%

Other Punctuation

Value	Count	Frequency (%)
.	22692	97.9%
#	482	2.1%

Space Separator

Value	Count	Frequency (%)
	33762	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2346	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	519	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	282	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	282	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	183938	52.6%
Common	165542	47.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	46127	25.1%
R	19166	10.4%
C	18528	10.1%
I	15602	8.5%
O	14362	7.8%
S	8842	4.8%
A	8200	4.5%
P	6766	3.7%
E	5987	3.3%
B	5145	2.8%
Other values (39)	35213	19.1%

Common

Value	Count	Frequency (%)
2	55644	33.6%
	33762	20.4%
0	23436	14.2%
.	22692	13.7%
1	13748	8.3%
9	2759	1.7%
8	2588	1.6%
-	2346	1.4%
6	1975	1.2%
3	1672	1.0%
Other values (7)	4920	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	348368	99.7%
None	1112	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	55644	16.0%
F	46127	13.2%
	33762	9.7%
0	23436	6.7%
.	22692	6.5%
R	19166	5.5%
C	18528	5.3%
I	15602	4.5%
O	14362	4.1%
1	13748	3.9%
Other values (53)	85301	24.5%

None

Value	Count	Frequency (%)
Ó	1052	94.6%
ó	59	5.3%
á	1	0.1%

Donante Activo
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

1	23086

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	23086
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	23086	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	23086	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	23086	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23086	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23086	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23086	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23086	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23086	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23086	100.0%

Edad_donacion
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1894222

Minimum	0
Maximum	19
Zeros	939
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	270.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	7
95-th percentile	13
Maximum	19
Range	19
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4878213
Coefficient of variation (CV)	0.8325304
Kurtosis	0.54564948
Mean	4.1894222
Median Absolute Deviation (MAD)	2
Skewness	1.0381354
Sum	96717
Variance	12.164897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	5909	25.6%
2	3895	16.9%
4	2178	9.4%
7	1918	8.3%
8	1734	7.5%
6	1601	6.9%
5	1399	6.1%
3	1216	5.3%
13	1175	5.1%
0	939	4.1%
Other values (9)	1122	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	939	4.1%
1	5909	25.6%
2	3895	16.9%
3	1216	5.3%
4	2178	9.4%
5	1399	6.1%
6	1601	6.9%
7	1918	8.3%
8	1734	7.5%
9	615	2.7%

Value	Count	Frequency (%)
19	26	0.1%
18	15	0.1%
17	11	< 0.1%
16	3	< 0.1%
15	3	< 0.1%
13	1175	5.1%
12	146	0.6%
11	123	0.5%
10	180	0.8%
9	615	2.7%

Auto

Heatmap
Table

	Edad	Monto Actual	Cantidad de Hijos	Churn Probability	Lapsed Probability	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Edad_donacion	Género	Estado Civil	Tiene hijos	Otra Clasificación RFM Actual
Edad	1.000	0.053	0.279	0.102	-0.110	0.385	0.113	0.371	0.066	0.210	0.286	0.173
Monto Actual	0.053	1.000	0.006	0.001	-0.020	-0.080	-0.133	-0.144	0.000	0.016	0.007	0.037
Cantidad de Hijos	0.279	0.006	1.000	0.069	0.010	-0.075	-0.048	-0.089	0.023	0.152	0.494	0.028
Churn Probability	0.102	0.001	0.069	1.000	-0.312	0.070	-0.249	-0.002	0.117	0.105	0.118	0.292
Lapsed Probability	-0.110	-0.020	0.010	-0.312	1.000	-0.246	0.291	-0.132	0.017	0.034	0.031	0.141
Cantidad Cuotas Pagadas Global	0.385	-0.080	-0.075	0.070	-0.246	1.000	0.288	0.929	0.080	0.078	0.212	0.338
Cantidad Cuotas No Pagadas Global	0.113	-0.133	-0.048	-0.249	0.291	0.288	1.000	0.478	0.054	0.023	0.125	0.133
Edad_donacion	0.371	-0.144	-0.089	-0.002	-0.132	0.929	0.478	1.000	0.083	0.077	0.254	0.322
Género	0.066	0.000	0.023	0.117	0.017	0.080	0.054	0.083	1.000	0.092	0.021	0.062
Estado Civil	0.210	0.016	0.152	0.105	0.034	0.078	0.023	0.077	0.092	1.000	0.485	0.079
Tiene hijos	0.286	0.007	0.494	0.118	0.031	0.212	0.125	0.254	0.021	0.485	1.000	0.112
Otra Clasificación RFM Actual	0.173	0.037	0.028	0.292	0.141	0.338	0.133	0.322	0.062	0.079	0.112	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Tipo de registro del contacto	Fecha de nacimiento	Fecha Aniversario Pago	Edad	Fecha de Captación	Monto Actual	Género	Estado Civil	Cantidad de Hijos	Tiene hijos	Ocupación	Churn Probability	Lapsed Probability	RFM Segmento Actual	Otra Clasificación RFM Actual	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Campaña Inicial: Nombre	Donante Activo	Edad_donacion
PSN
1020456818	Donante	1964-06-16	2023-07-01	59.0	2021-06-19	30000.0	Masculino	Casado	0.0	No	NaN	0.5900	0.000	Otra Clasificación	Constantes	26	0	COF2FR.F. 2021	1	2
1020483942	Donante	1975-08-28	2023-10-01	47.0	2022-10-01	50000.0	Femenino	Casado	1.0	Si	Politico	0.7800	0.000	Otra Clasificación	Constantes	10	0	COWCB R.F.2022	1	1
1020276927	Donante	1941-09-23	2023-01-31	81.0	2015-12-29	20000.0	Masculino	Casado	2.0	Si	Jubilado	0.5300	0.000	Otra Clasificación	Constantes	81	10	SPIF F2F 2016	1	8
1020476173	Donante	1988-10-28	2023-04-18	34.0	2022-04-17	30000.0	Femenino	Soltero	0.0	No	Ingeniero	0.9500	0.000	Otra Clasificación	Constantes	16	0	COF2FR.F.2022	1	1
1020483943	Donante	1982-04-22	2023-10-01	41.0	2022-10-01	30000.0	Femenino	Casado	2.0	Si	Empleado	0.9200	0.000	Otra Clasificación	Constantes	10	0	COWCB R.F.2022	1	1
1020276943	Donante	1985-03-04	2023-01-31	38.0	2015-12-29	20000.0	Femenino	Concubinato	2.0	Si	NaN	0.0104	0.581	Otra Clasificación	Constantes	37	59	SPIF F2F 2016	1	8
1020490301	Donante	1985-04-30	2023-03-01	38.0	2023-02-18	30000.0	Femenino	Soltero	2.0	Si	NaN	0.0109	0.000	Otra Clasificación	Constantes	5	0	COF2FR.F.2023	1	0
1020483945	Donante	1994-04-17	2023-12-01	29.0	2022-10-01	30000.0	Femenino	Casado	1.0	Si	Abogado	0.0299	0.000	Otra Clasificación	Distantes	6	3	COWCB R.F.2022	1	1
1020490303	Donante	1967-02-02	2023-04-01	56.0	2023-02-18	30000.0	Femenino	Soltero	0.0	No	Psicólogo	0.0166	0.000	NaN	NaN	4	0	COF2FR.F.2023	1	0
1020476245	Donante	1988-08-09	2023-05-01	34.0	2022-04-17	30000.0	Masculino	Soltero	1.0	Si	Diseñador	0.8700	0.000	Otra Clasificación	Constantes	15	0	COF2FR.F.2022	1	1

	Tipo de registro del contacto	Fecha de nacimiento	Fecha Aniversario Pago	Edad	Fecha de Captación	Monto Actual	Género	Estado Civil	Cantidad de Hijos	Tiene hijos	Ocupación	Churn Probability	Lapsed Probability	RFM Segmento Actual	Otra Clasificación RFM Actual	Cantidad Cuotas Pagadas Global	Cantidad Cuotas No Pagadas Global	Campaña Inicial: Nombre	Donante Activo	Edad_donacion
PSN
1020436623	Donante	1987-01-18	2023-10-01	36.0	2018-09-14	30000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.42	0.0	Otra Clasificación	Constantes	59	0	F2F RE-INVERSIÓN 2018	1	5
1020436631	Donante	1974-07-30	2023-12-20	49.0	2018-09-23	30000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.39	0.0	Otra Clasificación	Constantes	45	13	IF4C F2F II 2018	1	5
1020436658	Donante	1990-12-26	2023-10-31	32.0	2018-09-19	50000.0	Femenino	Soltero	1.0	Si	Ingeniero	0.20	0.0	Otra Clasificación	Constantes	57	6	COWCB R.F.2022	1	5
1020436681	Donante	1966-05-19	2023-10-25	57.0	2018-09-18	25000.0	Masculino	Casado	2.0	Si	Empleado	0.27	0.0	Otra Clasificación	Constantes	58	0	F2F RE-INVERSIÓN 2018	1	5
1020436695	Donante	1961-01-01	2023-01-30	62.0	2018-09-30	50000.0	Femenino	Casado	2.0	Si	Abogado	0.29	0.0	Otra Clasificación	Constantes	50	8	F2F REINV 2018 PARA 2019	1	5
1020436727	Donante	1978-06-27	2023-10-05	45.0	2018-09-29	50000.0	Masculino	Casado	2.0	Si	Ingeniero	0.30	0.0	Otra Clasificación	Ideales	57	1	IF4C F2F II 2018	1	5
1020438489	Donante	1987-06-19	2023-10-25	36.0	2018-10-13	50000.0	Masculino	Concubinato	1.0	Si	Empleado	0.30	0.0	Otra Clasificación	Constantes	58	0	F2F RE-INVERSIÓN 2018	1	5
1020438498	Donante	1971-08-19	2023-01-02	51.0	2018-10-13	60000.0	Masculino	Casado	2.0	Si	Diseñador	0.22	0.0	Otra Clasificación	Constantes	56	0	F2F REINV 2018 PARA 2019	1	5
1020438513	Donante	1979-06-04	2023-02-15	44.0	2018-10-15	15000.0	Femenino	Soltero	1.0	Si	Químico Farmacéutico	0.37	0.0	Otra Clasificación	Constantes	48	6	F2F REINV 2018 PARA 2019	1	5
1020438536	Donante	1976-12-19	2023-11-01	46.0	2018-10-13	35000.0	Masculino	Concubinato	3.0	Si	Policía/Militar	0.26	0.0	Otra Clasificación	Constantes	57	0	IF4C F2F II 2018	1	5

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Control

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length